FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2123635560> ?p ?o ?g. }

• W2123635560 endingPage "1354" @default.
• W2123635560 startingPage "1345" @default.
• W2123635560 abstract "The knowledge of a day ahead load is necessary for a utility in a competitive electricity market for fuel purchase scheduling, planning for energy transactions and to maintain their power reserve close to the minimum as required by Independent System Operator. Previous researches do not consider the effect of wind direction on load forecasting, however this paper investigates the effect of wind direction and weather event on load requirements and accordingly presents a novel Neuro-Fuzzy based approach to Short term load forecast (STLF) i.e. a day ahead average load forecast utilizing parameters identified as historical load, temperature, weather event (for e.g. fog and snow) and wind direction. Four different input structures, three using Neuro-Fuzzy approach and one using only Neural network (NN) are tested. Among the four input structures, structure utilizing Neuro-Fuzzy approach with wind direction as one of the input parameters gives impressive result, with an average error of 1.735 %. The model is trained and tested on load and weather data pertaining to Norwalk/Stamford in Connecticut Valley Electric Exchange. Keywords: Artificial Neural Network (ANN), Neural network (NN), Short term load forecasting (STLF), Multi Layer Perceptron (MLP), Simulation." @default.
• W2123635560 created "2016-06-24" @default.
• W2123635560 creator A5051896692 @default.
• W2123635560 creator A5067278813 @default.
• W2123635560 date "2011-01-01" @default.
• W2123635560 modified "2023-09-27" @default.
• W2123635560 title "A NOVEL HYBRID APPROACH TO SHORT TERM LOAD FORECASTING" @default.
• W2123635560 cites W1534607132 @default.
• W2123635560 cites W1561215347 @default.
• W2123635560 cites W1585005850 @default.
• W2123635560 cites W1858694553 @default.
• W2123635560 cites W2008404566 @default.
• W2123635560 cites W2010448349 @default.
• W2123635560 cites W2035622873 @default.
• W2123635560 cites W2041868317 @default.
• W2123635560 cites W2047785054 @default.
• W2123635560 cites W2058031098 @default.
• W2123635560 cites W2098671909 @default.
• W2123635560 cites W2105916576 @default.
• W2123635560 cites W2106742347 @default.
• W2123635560 cites W2108409844 @default.
• W2123635560 cites W2109018050 @default.
• W2123635560 cites W2114965419 @default.
• W2123635560 cites W2116048577 @default.
• W2123635560 cites W2123410355 @default.
• W2123635560 cites W2124776405 @default.
• W2123635560 cites W2133720763 @default.
• W2123635560 cites W2139073438 @default.
• W2123635560 cites W2158442843 @default.
• W2123635560 cites W2161171165 @default.
• W2123635560 cites W2166270823 @default.
• W2123635560 cites W2569241116 @default.
• W2123635560 cites W2114001875 @default.
• W2123635560 cites W3150297274 @default.
• W2123635560 hasPublicationYear "2011" @default.
• W2123635560 type Work @default.
• W2123635560 sameAs 2123635560 @default.
• W2123635560 citedByCount "0" @default.
• W2123635560 crossrefType "journal-article" @default.
• W2123635560 hasAuthorship W2123635560A5051896692 @default.
• W2123635560 hasAuthorship W2123635560A5067278813 @default.
• W2123635560 hasConcept C119599485 @default.
• W2123635560 hasConcept C121332964 @default.
• W2123635560 hasConcept C127413603 @default.
• W2123635560 hasConcept C154945302 @default.
• W2123635560 hasConcept C163258240 @default.
• W2123635560 hasConcept C206729178 @default.
• W2123635560 hasConcept C21547014 @default.
• W2123635560 hasConcept C41008148 @default.
• W2123635560 hasConcept C50644808 @default.
• W2123635560 hasConcept C58166 @default.
• W2123635560 hasConcept C60908668 @default.
• W2123635560 hasConcept C61797465 @default.
• W2123635560 hasConcept C62520636 @default.
• W2123635560 hasConcept C77715397 @default.
• W2123635560 hasConcept C78600449 @default.
• W2123635560 hasConcept C89227174 @default.
• W2123635560 hasConceptScore W2123635560C119599485 @default.
• W2123635560 hasConceptScore W2123635560C121332964 @default.
• W2123635560 hasConceptScore W2123635560C127413603 @default.
• W2123635560 hasConceptScore W2123635560C154945302 @default.
• W2123635560 hasConceptScore W2123635560C163258240 @default.
• W2123635560 hasConceptScore W2123635560C206729178 @default.
• W2123635560 hasConceptScore W2123635560C21547014 @default.
• W2123635560 hasConceptScore W2123635560C41008148 @default.
• W2123635560 hasConceptScore W2123635560C50644808 @default.
• W2123635560 hasConceptScore W2123635560C58166 @default.
• W2123635560 hasConceptScore W2123635560C60908668 @default.
• W2123635560 hasConceptScore W2123635560C61797465 @default.
• W2123635560 hasConceptScore W2123635560C62520636 @default.
• W2123635560 hasConceptScore W2123635560C77715397 @default.
• W2123635560 hasConceptScore W2123635560C78600449 @default.
• W2123635560 hasConceptScore W2123635560C89227174 @default.
• W2123635560 hasIssue "1" @default.
• W2123635560 hasLocation W21236355601 @default.
• W2123635560 hasOpenAccess W2123635560 @default.
• W2123635560 hasPrimaryLocation W21236355601 @default.
• W2123635560 hasRelatedWork W1545595202 @default.
• W2123635560 hasRelatedWork W1802802515 @default.
• W2123635560 hasRelatedWork W1970373108 @default.
• W2123635560 hasRelatedWork W1985539175 @default.
• W2123635560 hasRelatedWork W2042792535 @default.
• W2123635560 hasRelatedWork W2080878870 @default.
• W2123635560 hasRelatedWork W2090742183 @default.
• W2123635560 hasRelatedWork W2116048577 @default.
• W2123635560 hasRelatedWork W2137777917 @default.
• W2123635560 hasRelatedWork W2140798927 @default.
• W2123635560 hasRelatedWork W2153697211 @default.
• W2123635560 hasRelatedWork W2161717866 @default.
• W2123635560 hasRelatedWork W2246950911 @default.
• W2123635560 hasRelatedWork W2366440207 @default.
• W2123635560 hasRelatedWork W2386018422 @default.
• W2123635560 hasRelatedWork W2534364583 @default.
• W2123635560 hasRelatedWork W2539972740 @default.
• W2123635560 hasRelatedWork W2588083628 @default.
• W2123635560 hasRelatedWork W2777626376 @default.
• W2123635560 hasRelatedWork W3012060916 @default.
• W2123635560 hasVolume "11" @default.

• next